{"id":"W2312599202","doi":"10.1097/tp.0000000000000178","title":"At the End of the Day, Should We Consider Chronic Histological Lesions?","year":2014,"lang":"en","type":"letter","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multivariate analysis; Transplantation; Kidney disease; Kidney transplantation; Urology; Kidney; Biopsy; Pathology; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009168738,0.0007340687,0.001856901,0.001638834,0.001913885,0.005351872,0.002730414,0.01427171,0.006189117],"category_scores_gemma":[0.05070032,0.0005072022,0.0007727351,0.0008142014,0.004340756,0.0116989,0.001569914,0.01573821,0.004635123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314234,"about_ca_system_score_gemma":0.002247615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00197985,"about_ca_topic_score_gemma":0.004564155,"domain_scores_codex":[0.9971359,0.0006857107,0.0006215865,0.000413883,0.0008996527,0.0002432427],"domain_scores_gemma":[0.959547,0.01505994,0.002175398,0.002137968,0.01714701,0.003932688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001236697,0.00007115684,0.003420083,0.000444153,0.00005309266,0.000856976,0.0002194899,0.00005800782,0.0003391737,0.003385543,0.8911384,0.09989033],"study_design_scores_gemma":[0.00006756741,0.0001300734,0.004160058,0.001620157,0.00008283681,0.003621586,0.001725657,0.0003736927,0.0004843411,0.02093015,0.966711,0.00009289305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001085808,0.04105431,0.00117691,0.7585397,0.1966691,0.00001875053,0.00008890836,0.00008038439,0.0012862],"genre_scores_gemma":[0.01226442,0.04266677,0.002864698,0.291892,0.6449338,0.00003881886,0.0001178008,0.000124032,0.005097566],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01427171,"threshold_uncertainty_score":0.04848951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07968257536638125,"score_gpt":0.3214522589917737,"score_spread":0.2417696836253925,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}